Choudhary. PARSIMONY: An infrastructure for parallel multidimensional analysis and data mining. Journal of Parallel and Distributed Computing, 61(3):285{321, March 2001.Sanjay Goil and Alok Choudhary. PARSIMONY: An in- frastructure for parallel multidimensional analysis and data mining. Journal of...
This situation has become a technological challenge for the interoperability, data mining and Big Data fields. Neuroimaging community is one of the most active in looking for effective solutions, like the XNAT project which aims for neuroimaging data acquisition, management and processing. This paper ...
analysis of very large sets of data. As computers have grown more potent, resulting in the possibility to store very large data volumes, the need for efficient analysis and processing of such data sets has emerged. The concept of Online Analytical Processing (OLAP) ...
Create Processing Query Dialog Box (Analysis Services - Multidimensional Data) Cube Designer (Analysis Services - Multidimensional Data) Cube Properties Dialog Box (Analysis Services - Multidimensional Data) Data Exploration Options Dialog Box (Analysis Services - Data Mining) Data Sample Viewer Dialog Box...
The topic is motivated by the explosive growth of data volumes and data dimensionality, which call for fundamentally new approaches in data mining. It is generally believed that geometric algebra methods will play an important role in future approaches for data analysis, but the actual mathematical ...
Therefore, interpretation of the results obtained from Raman and IR spectroscopy is difficult and to overcome these intricacies and for deeper insight we need to employ various data mining methods. These methods must be suitable for handling large multidimensional data sets and for exploring the ...
Chen [28] have put forward a cube-space mining method, taking advantage of the data-cube structure to define and select cuboids of interest to mine over. This way, data mining can be used as a building block within the OLAP analysis to exploit multi-scale knowledge discovery in a defined...
Administer permission gives members of the role complete access to all objects contained in the object. AllowBrowsing Allows members of the role to browse the data in a mining model. AllowDrillthrough Gives members of the role permission to drill through from a mining model to the underlying dat...
Multidimensional Data Segmentation Based on Blind Source Separation and Statistical AnalysisHorizontal transport in underground copper ore mines mainly consists of LHD machines (loaders, haulers) and belt conveyors. One of the most crucial mining issues for assessment of efficiency of production is ...
Now she is a researcher in National Institute of Information and Communication Technology, Japan. She has had papers published in SIGMOD, ICDE, INFOSCALE. Her research interests include peer-to-peer, data mining and graph data processing.